Dataset Versions

v12

2023-08-04 10-51am deadpt b8 30e

Generated on Aug 4, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 90%
156Images
Valid Set 6%
11Images
Test Set 3%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -25° and +25°